7.09.2025 состоялся релизPithon 3.14!
На фоне хайпа про NoGIL всё позабыли про другие фичи. Особенно про Multiple Interpreters, который обещает изоляцию процессов но с эффективностью потоков! На сколько действительно это будет эффективно мы узнаем позже, потому что сейчас это лишь первый релиз с ограничениями и недоработками.
Но что там про NoGIL? Теперь этот режим не экспериментальный, а официально поддерживаемый, но опциональный.
Чтобы запустить без GIL нужна специальная сборка. И перед стартом нужно объявить переменную PYTHON_GIL=0
Для вас я собрал готовый репозиторий где достаточно запустить скрпит, который всё сделает:
▫️ соберет релизный Python 3.14 в новый Docker-образ
▫️ запустит тесты в контейнере (GIL, NoGIL, MultiInterpreter)
▫️ распечатает результаты
Тест очень простой, усложняйте сами)
Вот какие результаты у меня:
=== Running ThreadPoolExecutor GIL ON
TOTAL TIME: 45.48 seconds
=== Running ThreadPoolExecutor GIL OFF
TOTAL TIME: 6.14 seconds
=== Running basic Thread GIL ON
TOTAL TIME: 45.54 seconds
=== Running basic Thread GIL OFF
TOTAL TIME: 4.74 seconds
=== Running with Multi Interpreter
TOTAL TIME: 18.30 seconds
Если сравнивать GIL и NoGIL, то на мои 32 ядра прирост х7-x10 (почему не х32? 🤷). При этом нам обещают что скорости будут расти с новыми релизами.
Режим без GIL похож (визуально) на async, тоже параллельно, тоже не по порядку. Но это не IO! и от того некоторый диссонанс в голове 😵💫, нас учили не так!
Интересно, что чистый Thread работает быстрей чем ThreadPoolExecutor без GIL.
Ну и где-то плачет один адепт мульти-интерпретаторов😭 Теперь нужно искать где они могут пригодиться с такой-то скоростью. Скорее всего своя область применения найдется.
Отдельно я затестил память и вот что вышло на 32 потока:
ThreadPoolExecutor GIL ON
305.228 MB
ThreadPoolExecutor GIL OFF
500.176 MB
basic Thread GIL ON
90.668 MB
basic Thread GIL OFF
472.444 MB
with Multi Interpreter
1267.788 MB
Пока не знаю как к этому относиться)
В целом - радует направление развития!
#release
Unveiling the Future of AI: OECD's Expert Group on AI Futures
Hello, AI & Law community! The Organisation for Economic Co-operation and Development (OECD) has established a brand new Expert Group on AI Futures to tackle the challenges arising from the rapid advancements in artificial intelligence systems. This initiative aims to provide valuable insights into the future of AI, empowering governments to develop proactive and effective AI policies.
The group is intended to provide insights on:
1️⃣ key milestones for possible future developments in advanced AI systems;
2️⃣ various risks associated with each milestone;
3️⃣ best practices in AI safety;
4️⃣ scenarios about AI’s future; and
5️⃣ suggested policy approaches to mitigate future risks while harnessing the benefits of AI.
#AI#AIInsights#FutureofAI#AIpolicies#OECD
🚀Introducing GPT-5: The Next Evolution in AI
We’re excited to announce the launch of GPT-5, the latest breakthrough in artificial intelligence technology. This powerful new model brings significant advancements in understanding and generating human-like text, taking AI interactions to a whole new level.
🔍Key Features of GPT-5:
Enhanced Language Understanding: GPT-5 can grasp more nuanced contexts, offering even more coherent and contextually aware conversations.
Greater Creativity: With improved creativity and imagination, GPT-5 is now capable of generating more dynamic and innovative content, from stories to complex ideas.
Faster Processing: Expect lightning-fast responses, with the ability to handle more complex queries at scale.
Better Multilingual Support: GPT-5 speaks and understands more languages than ever before, helping you communicate across borders effortlessly.
Refined Ethical Safeguards: GPT-5 is designed with enhanced safety mechanisms, making it even better at aligning with human values and ethical standards.
💡 Whether you’re a researcher, developer, content creator, or just curious about the future of AI, GPT-5 is here to empower your work, spark creativity, and unlock new possibilities.
🌐 Dive into the future of AI with GPT-5 today!
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➖➖➖➖🔺
🚀 Exciting News from OpenAI! 🤖✨
OpenAI is reviving its Robotics Initiative, and it's as ambitious as ever! They're hiring for roles to develop versatile, adaptive robots equipped with custom sensors—robots that aim to operate with human-like intelligence in real-world settings. 🌎🤖
Imagine robots navigating our world with the power of OpenAI's cutting-edge AI models—helping, innovating, and making life better for everyone. 🌟
This is a huge step in bringing AI into the physical world, and we can't wait to see what they'll achieve! 🙌
💡 Thoughts on this exciting development? Drop them in the comments below! ⬇️
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MEPs ready to negotiate first-ever rules for safe and transparent AI
Members of the European Parliament (MEPs) are prepared to enter negotiations for the establishment of groundbreaking rules governing the safe and transparent use of artificial intelligence.
Today the European Parliament adopted its negotiating position on the Artificial Intelligence Act with 499 votes in favour, 28 against and 93 abstentions ahead of talks with EU member states on the final shape of the law.
Negotiations with the Council on the final form of the law will begin later today.
#AI#Regulation#EuropeanParliament#AIAct#Ethics#Transparency#DataProtection#Innovation#FutureOfAI
🚀 CZ on AI's Trajectory: 'Right Now We Solve Problems for AI — Soon AI Will Solve Problems for Us'
Speaking on The Wolf of All Streets Podcast, Binance co-founder Changpeng Zhao (CZ) said the exchange's original 2018 customer service agent "cs_bob" was not true AI but rather an SQL script, which has since evolved significantly. CZ said approximately 80% of Binance's customer support inquiries are now handled from first response to resolution by AI, with a target of reaching 99%. He expressed confidence that advances in neural language models and new training data will close the gap. CZ described AI as one of three transformative technologies of his adult lifetime — alongside the internet and blockchain — and said the trajectory will shift from humans solving problems for AI to AI solving problems for humans.
#AI#Binance#CZ#Blockchain#NeuralLanguageModels#CustomerSupport#TechTransformation#FutureOfAI#BNB